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Marco Fagiani
Marco Fagiani
Postdoctoral Researcher, Università Politecnica delle Marche
Email verificata su staff.univpm.it - Home page
Titolo
Citata da
Citata da
Anno
Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models
R Bonfigli, E Principi, M Fagiani, M Severini, S Squartini, F Piazza
Applied Energy, 2017
2052017
Denoising autoencoders for non-intrusive load monitoring: improvements and comparative evaluation
R Bonfigli, A Felicetti, E Principi, M Fagiani, S Squartini, F Piazza
Energy and Buildings 158, 1461-1474, 2018
1762018
Unsupervised algorithms for non-intrusive load monitoring: An up-to-date overview
R Bonfigli, S Squartini, M Fagiani, F Piazza
2015 IEEE 15th international conference on environment and electrical …, 2015
1692015
A review of datasets and load forecasting techniques for smart natural gas and water grids: Analysis and experiments
M Fagiani, S Squartini, L Gabrielli, S Spinsante, F Piazza
Neurocomputing 170, 448-465, 2015
592015
A non-intrusive load monitoring algorithm based on non-uniform sampling of power data and deep neural networks
M Fagiani, R Bonfigli, E Principi, S Squartini, L Mandolini
Energies 12 (7), 1371, 2019
322019
Signer independent isolated Italian sign recognition based on hidden Markov models
M Fagiani, E Principi, S Squartini, F Piazza
Pattern Analysis and Applications 18, 385-402, 2015
292015
A statistical framework for automatic leakage detection in smart water and gas grids
M Fagiani, S Squartini, L Gabrielli, M Severini, F Piazza
Energies 9 (9), 665, 2016
212016
Computational Intelligence in Smart water and gas grids: An up-to-date overview
M Fagiani, S Squartini, L Gabrielli, M Pizzichini, S Spinsante
2014 International Joint Conference on Neural Networks (IJCNN), 921-926, 2014
162014
A novelty detection approach to identify the occurrence of leakage in smart gas and water grids
M Fagiani, S Squartini, M Severini, F Piazza
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
152015
Domestic water and natural gas demand forecasting by using heterogeneous data: a preliminary study
M Fagiani, S Squartini, L Gabrielli, S Spinsante, F Piazza
Advances in neural networks: computational and theoretical issues, 185-194, 2015
142015
Collaborative energy management in a micro-grid by multi-objective mathematical programming
O Pisacane, M Severini, M Fagiani, S Squartini
Energy and Buildings 203, 109432, 2019
132019
Improving the performance of the AFAMAP algorithm for Non-Intrusive Load Monitoring
R Bonfigli, M Severini, S Squartini, M Fagiani, F Piazza
2016 IEEE Congress on Evolutionary Computation (CEC), 303-310, 2016
132016
Energy management with the support of dynamic pricing strategies in real micro-grid scenarios
M Severini, S Squartini, M Fagiani, F Piazza
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
132015
A new system for automatic recognition of italian sign language
M Fagiani, E Principi, S Squartini, F Piazza
Neural Nets and Surroundings: 22nd Italian Workshop on Neural Nets, WIRN …, 2013
112013
rEMpy: A comprehensive software framework for residential energy management
M Fagiani, M Severini, M Valenti, F Ferracuti, L Ciabattoni, S Squartini
Energy and Buildings 171, 131-143, 2018
102018
A new Italian sign language database
M Fagiani, E Principi, S Squartini, F Piazza
Advances in Brain Inspired Cognitive Systems: 5th International Conference …, 2012
102012
User-aided footprint extraction for appliance modelling in Non-Intrusive Load Monitoring
R Bonfigli, E Principi, S Squartini, M Fagiani, M Severini, F Piazza
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
92016
Short-term load forecasting for smart water and gas grids: A comparative evaluation
M Fagiani, S Squartini, R Bonfigli, F Piazza
2015 IEEE 15th International Conference on Environment and Electrical …, 2015
72015
Multichannel cepstral domain feature warping for robust speech recognition
S Squartini, M Fagiani, E Principi, F Piazza
Front Artif Intell Appl 226, 284-292, 2011
72011
Energy management with support of PV partial shading modelling in micro grid environments
M Severini, E Principi, M Fagiani, S Squartini, F Piazza
Energies 10 (4), 453, 2017
62017
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20